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Update moduledoc
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msluszniak authored Dec 29, 2023
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5 changes: 1 addition & 4 deletions lib/scholar/preprocessing/normalizer.ex
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defmodule Scholar.Preprocessing.Normalizer do
@moduledoc """
Implements encoder that converts integer value (substitute of categorical data in tensors) into 0-1 vector.
The index of 1 in the vector is aranged in sorted manner. This means that for x < y => one_index(x) < one_index(y).
Currently the module supports only 1D tensors.
Implements functionality for rescaling tensor to unit norm. It enables to apply normalization along any combination of axes.
"""
import Nx.Defn
import Scholar.Shared
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